Anti-forgetting representation learning method reduces the weight aggregation interference on model memory and augments the ...

The ascendancy of representation learning for advanced machine learning deployments of natural language technologies is indisputable. When buttressed by the scale and compute of deep learning, this ...

With the emergence of huge amounts of heterogeneous multi-modal data, including images, videos, texts/languages, audios, and multi-sensor data, deep learning-based methods have shown promising ...

A new technique enables users to compare several large models and choose the one that works best for their task. Foundation models are massive deep-learning models that have been pretrained on an ...